A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction.
Maximilian NickelKevin MurphyVolker TrespEvgeniy GabrilovichPublished in: CoRR (2015)
Keyphrases
- multi relational
- link prediction
- machine learning
- graph construction
- knowledge discovery
- information retrieval
- social networks
- random walk
- relational learning
- data mining techniques
- text classification
- text categorization
- background knowledge
- social network analysis
- support vector machine
- bipartite graph
- network analysis
- xml documents